Norm-based Generalization Bounds for Sparse Neural Networks.
Tomer GalantiMengjia XuLiane GalantiTomaso A. PoggioPublished in: NeurIPS (2023)
Keyphrases
- generalization bounds
- multinomial logistic regression
- neural network
- learning theory
- data dependent
- generalization ability
- model selection
- multi class
- vc dimension
- learning problems
- linear classifiers
- statistical learning theory
- ranking algorithm
- artificial neural networks
- ranking functions
- pattern recognition
- learning machines
- back propagation
- fuzzy logic
- sparse representation
- high dimensional
- special case
- learning algorithm
- bp neural network
- compression scheme
- statistical learning
- ensemble learning
- training algorithm
- decision trees
- feature selection